Lower Bounds and Optimal Algorithms for Personalized Federated Learning Oct 5, 2020 Federated Learning Personalized Federated Learning
— Unverified 0Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning Aug 7, 2022 Federated Learning Scheduling
— Unverified 0Low-latency Federated Learning and Blockchain for Edge Association in Digital Twin empowered 6G Networks Nov 17, 2020 Federated Learning Multi-agent Reinforcement Learning
— Unverified 0Low-Latency Federated Learning over Wireless Channels with Differential Privacy Jun 20, 2021 Federated Learning
— Unverified 0Low-Rank Training of Deep Neural Networks for Emerging Memory Technology Sep 8, 2020 Computational Efficiency Decision Making
— Unverified 0Low Rank Training of Deep Neural Networks for Emerging Memory Technology Sep 25, 2019 Computational Efficiency Decision Making
— Unverified 0LSTM-Based Distributed Conditional Generative Adversarial Network For Data-Driven 5G-Enabled Maritime UAV Communications May 9, 2022 Federated Learning Generative Adversarial Network
— Unverified 0LSTMSPLIT: Effective SPLIT Learning based LSTM on Sequential Time-Series Data Mar 8, 2022 Activity Recognition Federated Learning
— Unverified 0Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices Mar 1, 2023 Federated Learning Graph Learning
— Unverified 0Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning Jun 10, 2024 Backdoor Attack Federated Learning
— Unverified 0LW-FedSSL: Resource-efficient Layer-wise Federated Self-supervised Learning Jan 22, 2024 Federated Learning Self-Supervised Learning
— Unverified 0M3FGM:a node masking and multi-granularity message passing-based federated graph model for spatial-temporal data prediction Oct 27, 2022 Federated Learning
— Unverified 0MAB-Based Channel Scheduling for Asynchronous Federated Learning in Non-Stationary Environments Mar 3, 2025 Fairness Federated Learning
— Unverified 0Blind Federated Learning at the Wireless Edge with Low-Resolution ADC and DAC Oct 1, 2020 Federated Learning
— Unverified 0Machine Learning for Large-Scale Optimization in 6G Wireless Networks Jan 3, 2023 Computational Efficiency Deep Reinforcement Learning
— Unverified 0Machine learning in business process management: A systematic literature review May 26, 2024 Federated Learning Management
— Unverified 0Machine Learning Techniques for MRI Data Processing at Expanding Scale Apr 22, 2024 Federated Learning Representation Learning
— Unverified 0Magnitude Matters: Fixing SIGNSGD Through Magnitude-Aware Sparsification in the Presence of Data Heterogeneity Feb 19, 2023 Federated Learning
— Unverified 0Making Batch Normalization Great in Federated Deep Learning Mar 12, 2023 Deep Learning Federated Learning
— Unverified 0MammoFL: Mammographic Breast Density Estimation using Federated Learning Jun 11, 2022 Density Estimation Federated Learning
— Unverified 0Management of Resource at the Network Edge for Federated Learning Jul 7, 2021 Federated Learning Management
— Unverified 0MANDERA: Malicious Node Detection in Federated Learning via Ranking Oct 22, 2021 Federated Learning
— Unverified 0Many-Objective Multi-Solution Transport Mar 6, 2024 Federated Learning Multi-Task Learning
— Unverified 0Many-Task Federated Fine-Tuning via Unified Task Vectors Feb 10, 2025 Diversity Federated Learning
— Unverified 0MAP: Model Aggregation and Personalization in Federated Learning with Incomplete Classes Apr 14, 2024 Federated Learning
— Unverified 0Markov Chain Mirror Descent On Data Federation Sep 26, 2023 Federated Learning Stochastic Optimization
— Unverified 0MarS-FL: Enabling Competitors to Collaborate in Federated Learning Oct 26, 2021 Decision Making Federated Learning
— Unverified 0Mask Off: Analytic-based Malware Detection By Transfer Learning and Model Personalization Nov 20, 2022 Android Malware Detection Federated Learning
— Unverified 0Massive MIMO for Serving Federated Learning and Non-Federated Learning Users May 17, 2022 Federated Learning
— Unverified 0MAS: Towards Resource-Efficient Federated Multiple-Task Learning Jul 21, 2023 All Federated Learning
— Unverified 0Matching Pursuit Based Scheduling for Over-the-Air Federated Learning Jun 14, 2022 Federated Learning Scheduling
— Unverified 0OPA: One-shot Private Aggregation with Single Client Interaction and its Applications to Federated Learning Oct 29, 2024 Federated Learning Privacy Preserving
— Unverified 0Maverick-Aware Shapley Valuation for Client Selection in Federated Learning May 21, 2024 Federated Learning
— Unverified 0Maximizing Model Generalization for Machine Condition Monitoring with Self-Supervised Learning and Federated Learning Apr 27, 2023 Domain Adaptation Federated Learning
— Unverified 0Maximizing Uncertainty for Federated learning via Bayesian Optimisation-based Model Poisoning Jan 14, 2025 Bayesian Optimisation Federated Learning
— Unverified 0Maze Discovery using Multiple Robots via Federated Learning Jun 25, 2024 Classification Federated Learning
— Unverified 0MDLdroid: a ChainSGD-reduce Approach to Mobile Deep Learning for Personal Mobile Sensing Feb 7, 2020 Deep Learning Federated Learning
— Unverified 0Measure Contribution of Participants in Federated Learning Sep 17, 2019 BIG-bench Machine Learning Feature Importance
— Unverified 0Measuring Heterogeneity in Machine Learning with Distributed Energy Distance Jan 27, 2025 Federated Learning
— Unverified 0Measuring Participant Contributions in Decentralized Federated Learning May 29, 2025 Federated Learning
— Unverified 0Mechanisms that Incentivize Data Sharing in Federated Learning Jul 10, 2022 Federated Learning
— Unverified 0MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation Mar 26, 2025 Federated Learning Image Segmentation
— Unverified 0Membership Inference Attacks on Deep Regression Models for Neuroimaging May 6, 2021 Deep Learning Federated Learning
— Unverified 0Memory Backdoor Attacks on Neural Networks Nov 21, 2024 Backdoor Attack Federated Learning
— Unverified 0MergeSFL: Split Federated Learning with Feature Merging and Batch Size Regulation Nov 22, 2023 Edge-computing Federated Learning
— Unverified 0Metadata-Driven Federated Learning of Connectional Brain Templates in Non-IID Multi-Domain Scenarios Mar 14, 2024 Federated Learning Privacy Preserving
— Unverified 0Meta Federated Learning Feb 10, 2021 Federated Learning Privacy Preserving
— Unverified 0Meta-Federated Learning: A Novel Approach for Real-Time Traffic Flow Management Jan 28, 2025 Federated Learning Management
— Unverified 0Meta Federated Reinforcement Learning for Distributed Resource Allocation Jul 6, 2023 Federated Learning Meta-Learning
— Unverified 0Meta-FL: A Novel Meta-Learning Framework for Optimizing Heterogeneous Model Aggregation in Federated Learning Jun 23, 2024 Diversity Federated Learning
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